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Machine Heart
Machine Heart
Jun 7, 2026 · Artificial Intelligence

How RoboScience’s Bi-Adapt Framework Tackles Embodied Intelligence Generalization Bottlenecks

RoboScience’s team secured consecutive ICRA best‑paper finalist spots with Bi‑Adapt and D(R,O) Grasp, presenting a few‑shot bimanual adaptation framework and a unified grasp model that together bridge top‑tier research to scalable embodied AI by overcoming cross‑category generalization challenges.

Embodied AIGeneralizationICRA
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How RoboScience’s Bi-Adapt Framework Tackles Embodied Intelligence Generalization Bottlenecks